Related Experiment Video
Updated: Jan 14, 2026

A High-Throughput Multiplexed Screening for Type 1 Diabetes, Celiac Diseases, and COVID-19
Published on: July 5, 2022
Prevalence and characterization by latent class analysis of children with parental type 2-diabetes
Mattias Højgaard Toftholm1, Anne Thorsted1, Mette Kurtzhals2
1National Institute of Public Health, University of Southern Denmark, Studiestraede 6, 1455 Copenhagen, Denmark.
Aims:
Children of parents with type 2-diabetes have a fourfold risk of developing the condition. Family-based interventions can mitigate the risk, but identifying which families benefit is challenging. This study describes the prevalence and characteristics of children with parental type 2-diabetes to improve targeting.
Methods:
This cross-sectional study uses data from Danish national registers. Latent class analysis classified families based on demographic, socioeconomic, and health factors.
Results:
We included 1,136,988 children and their parents. 40,442 children had a parent with type 2-diabetes. Children with parental type 2-diabetes were older, had more socioeconomic risk factors, and higher psychiatric healthcare usage. The parents had higher health service usage. We identified four latent classes in ages 0-2, 3-5, 6-11 years, and a fifth class for ages 12-17. "Class 1: Multiple risk factors", "Class 2: Advanced paternal age", "Class 3: High maternal and child healthcare use", "Class 4: Few risk factors", and "Class 5: High paternal healthcare use." Class 1 had the highest prevalence of parental type 2-diabetes, and Class 4 had the lowest prevalence.
Conclusion:
This study identifies five classes of families with varying prevalence of parental type 2-diabetes. It adds to our understanding of subgroups and may help target family-oriented interventions.
Related Concept Videos
Diabetes Mellitus: Type 2 and Gestational
Pathophysiology of Diabetes
Type 1 diabetes is characterized by autoimmune-mediated destruction of pancreatic β cells, with environmental factors potentially triggering this process in genetically susceptible individuals. Despite many not having a family history, certain genes increase susceptibility,...
Diabetes Mellitus: Overview and Type I Subtype
Type 1 diabetes is an autoimmune disease in which the immune system mistakenly attacks and destroys the insulin-producing beta cells in the pancreas. As a result, the body is unable to produce sufficient insulin, and individuals with...
Diabetes: Symptoms, Diagnosis, and Complications
Carbohydrate Metabolism
Starch accounts for approximately 60% of the carbohydrates consumed by humans. Since amylase enzymes cannot function in the stomach's acidic environment, starch can only be digested in the mouth and small intestine. Simple sugars are found naturally in milk and fruits in...
Attention-Deficit/Hyperactivity Disorder
Diagnostic Criteria and Symptoms
To diagnose ADHD, symptoms must manifest before age 12 and be evident across multiple settings....

